Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-29 0.140617 0.153246 0.166922 0.182904 0.201164 0.221489 0.245982
2025-07-06 0.118260 0.135406 0.155368 0.180627 0.212185 0.250934 0.303123
2025-07-13 0.107738 0.127993 0.152911 0.186500 0.231705 0.292193 0.382566
2025-07-20 0.100745 0.123245 0.152188 0.193316 0.252359 0.337785 0.478825
2025-07-27 0.095116 0.119201 0.151360 0.199177 0.271873 0.384942 0.590783
2025-08-03 0.090116 0.115249 0.149885 0.203459 0.289204 0.431865 0.717763
2025-08-10 0.084365 0.109598 0.145241 0.202132 0.297088 0.464323 0.829296
2025-08-17 0.077508 0.101765 0.136613 0.193459 0.291198 0.470591 0.888176
2025-08-24 0.072631 0.096394 0.131124 0.189066 0.291840 0.489025 0.982229
2025-08-31 0.069183 0.092845 0.128048 0.188186 0.298468 0.520607 1.123854
2025-09-07 0.066388 0.090052 0.125872 0.188499 0.307234 0.558633 1.304394
2025-09-14 0.062322 0.085076 0.119876 0.181581 0.300975 0.561794 1.381346
2025-09-21 0.058768 0.080773 0.114803 0.176066 0.297286 0.571488 1.492263
2025-09-28 0.055813 0.077254 0.110798 0.172154 0.296475 0.588499 1.645151
2025-10-05 0.054811 0.076725 0.111650 0.177202 0.315328 0.661198 2.091938
2025-10-12 0.054072 0.076552 0.113059 0.183427 0.337928 0.752701 2.761671
2025-10-19 0.053223 0.076139 0.114005 0.188835 0.359743 0.851459 3.678451
2025-10-26 0.052190 0.075353 0.114225 0.192795 0.378894 0.950967 4.889288
2025-11-02 0.050450 0.073296 0.112038 0.191564 0.384753 1.007485 5.942518
2025-11-09 0.047845 0.069670 0.106824 0.183525 0.371623 0.988969 6.165078
2025-11-16 0.045965 0.067196 0.103583 0.179450 0.368607 1.009635 6.976530
2025-11-23 0.044654 0.065634 0.101923 0.178632 0.374375 1.068782 8.655783
2025-11-30 0.043572 0.064414 0.100820 0.178923 0.383323 1.146519 11.300295